European Central Bank officials sent strong signals Tuesday that they are willing to consider dramatic steps to guard against dangerously low inflation, suggesting the bank is prepared to shed some of its traditionally cautious approach.

The possible tools, cited by some top policy makers from different parts of the euro zone, include effective negative interest rates—meaning rates so low that commercial banks would essentially pay...